Nov 29, 2017 - Department of Ecosystem Analysis, Institute for Environmental ... ABSTRACT: Here we report concentrations of pollutants in floating ... particles have raised concerns with respect to marine ... It is well-known that PBTs can be found in plastics ..... collected), and microplastic/zooplankton (using 0.5â5 mm.
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Article Cite This: Environ. Sci. Technol. 2018, 52, 446−456
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Pollutants in Plastics within the North Pacific Subtropical Gyre Qiqing Chen,†,‡,§ Julia Reisser,*,† Serena Cunsolo,†,∥ Christiaan Kwadijk,⊥ Michiel Kotterman,⊥ Maira Proietti,# Boyan Slat,† Francesco F. Ferrari,† Anna Schwarz,† Aurore Levivier,† Daqiang Yin,∇ Henner Hollert,‡ and Albert A. Koelmans⊥,○ †
The Ocean Cleanup Foundation, Martinus Nijhofflaan 2, 2624 ES Delft, The Netherlands Department of Ecosystem Analysis, Institute for Environmental Research, ABBt − Aachen Biology and Biotechnology, RWTH Aachen University, 1 Worringerweg, 52074 Aachen, Germany § State Key Laboratory of Estuarine and Coastal Research, East China Normal University, 3663 Zhongshan N. Road, 200062 Shanghai, P.R. China ∥ School of Civil Engineering and Surveying, Faculty of Technology, University of Portsmouth, Portland Building, Portland Street, Portsmouth, PO1 3AH, United Kingdom ⊥ Wageningen Marine Research, Wageningen University & Research, P.O. Box 68, 1970 AB IJmuiden, The Netherlands # Instituto de Oceanografia, Universidade Federal do Rio Grande, Rio Grande, Brazil ∇ State Key Laboratory of Yangtze River Water Environment, College of Environmental Science and Engineering, Tongji University, 1239 Siping Road, 200092 Shanghai, P.R. China ○ Aquatic Ecology and Water Quality Management Group, Department of Environmental Sciences, Wageningen University & Research, P.O. Box 47, 6700 AA Wageningen, The Netherlands ‡
S Supporting Information *
ABSTRACT: Here we report concentrations of pollutants in floating plastics from the North Pacific accumulation zone (NPAC). We compared chemical concentrations in plastics of different types and sizes, assessed ocean plastic potential risks using sediment quality criteria, and discussed the implications of our findings for bioaccumulation. Our results suggest that at least a fraction of the NPAC plastics is not in equilibrium with the surrounding seawater. For instance, “hard plastic” samples had significantly higher PBDE concentrations than “nets and ropes” samples, and 29% of them had PBDE composition similar to a widely used flame-retardant mixture. Our findings indicate that NPAC plastics may pose a chemical risk to organisms as 84% of the samples had at least one chemical exceeding sediment threshold effect levels. Furthermore, our surface trawls collected more plastic than biomass (180 times on average), indicating that some NPAC organisms feeding upon floating particles may have plastic as a major component of their diets. If gradients for pollutant transfer from NPAC plastic to predators exist (as indicated by our fugacity ratio calculations), plastics may play a role in transferring chemicals to certain marine organisms.
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INTRODUCTION
production and set as priority pollutants, they can still be present in ocean plastics due to legacy pollution.2 Ocean plastics possess a wide range of physical and chemical properties that influence their risks to organisms and environments.9,10 Nonetheless, pollution burdens in ocean plastics of different sizes and types have not yet been sufficiently explored, and are essential for obtaining a better understanding of the ecological implications of plastic
Plastics are widely distributed in the world’s oceans, with some buoyant plastics accumulating within subtropical gyres.1 Persistent bioaccumulative toxic (PBT) chemicals such as polycyclic aromatic hydrocarbons (PAHs), polychlorinated biphenyls (PCBs), polybrominated diphenyl ethers (PBDEs), and nonylphenol (NP) detected on these human-made ocean particles have raised concerns with respect to marine environmental health.2−6 PBTs can associate with ocean plastics via two main routes: direct addition to plastics for flame retardation and other purposes, and sorption to plastics from the marine environment through partitioning mechanisms.7,8 Even though some PBTs have been banned for © 2017 American Chemical Society
Received: Revised: Accepted: Published: 446
September 11, 2017 November 29, 2017 November 29, 2017 November 29, 2017 DOI: 10.1021/acs.est.7b04682 Environ. Sci. Technol. 2018, 52, 446−456
Article
Environmental Science & Technology pollution. Common floating oceanic plastics include hard plastics (wall thickness >1 mm) used in packaging (e.g., bottle caps) and fishing (e.g., buoys), fibrous ropes used by maritime industries, fishing nets, and preproduction pellets.1 All of these fragment into progressively smaller pieces through abrasion, UV photo-oxidation, and biodegradation, with an increase in the risk of ingestion by different marine species as the plastic fragment size decreases.11,12 Additionally, smaller particles possess a larger surface to volume ratio and shorter intrapolymer diffusion path lengths, which under nonequilibrium conditions can lead to a dependence of PBT concentrations on particle size.13 It is well-known that PBTs can be found in plastics contaminating the environment,14 but the environmental chemistry and toxicological hazard of ocean plastic-associated chemicals are still poorly understood.13,15 Furthermore, no risk assessment for such pollutants is available. Assuming that plastic-bound and sediment organic matter-bound PBTs have similar partition coefficients,15,16 desorption half-lives15 and exposure pathways,13,15 we suggest the application of standards for the environmental quality of sediments17−19 to assess prospective risks of plastic-bound PBTs to marine biota.20 Here we report concentrations of 15 PAH congeners, 28 PCB congeners, 15 PBDE congeners, and HBCD in plastics from the North Pacific accumulation zone (NPAC). This is a major oceanic hotspot for floating debris formed within the North Pacific subtropical gyre,21,22 between California and Hawaii. The NPAC is also known as “The Great Pacific Garbage Patch” or “Eastern Garbage Patch”.5,23,24 We used our measurements to investigate the effect of plastic particle type and size on PBTs concentrations and assess the prospective risks of oceanic plastic-bound PBTs to pelagic biota by using environmental quality criteria for sediments.17−19,25 Furthermore, we discuss some of the possible bioaccumulation implications of our findings, using plastic/biomass ratios measured in this study and NPAC biota data from the literature.
Figure 1. Sampling region and types of plastic analyzed in this study. In the map, black dots show all locations sampled by RV Ocean Starr (paired Manta and Neuston net tows); gray dots indicate limits of the ‘North Pacific accumulation zone’, as predicted by Maximenko et al. 2011;21 colored dots show sampling stations whose samples were used for the pollutant analyses reported in this study, with the color indicating which stations had its net tow samples pooled for analysis. Photographs show examples of samples analyzed by this study, with top row containing “hard plastic” samples and bottom row showing “nets and ropes” samples. A “pellet” sample is also shown as a small insertion in the bottom row (size 1.5−5 mm).
(1) 0.05−0.15 cm, (2) 0.15−0.5 cm, (3) 0.5−1.5 cm, (4) 1.5−5 cm, and >5 cm. The items >5 cm collected by the top sieve were then sorted by length into additional size classes: (5) 5− 10 cm, (6) 10−50 cm, and (7) > 50 cm. Only Manta Trawl samples were considered for the smallest size ranges (0.05− 0.15 cm, 0.15−0.5 cm, and 0.5−1.5 cm), whereas for items larger than 1.5 cm, samples from both Manta and Mega trawls were considered. To separate the floating material (e.g., plastic) from biomass, we placed the sized materials into metallic containers filled with cold filtered seawater (salinity = 3.5%). We then picked up the floating plastics with forceps, and counted and separated them into the following types: (1) “hard plastics”, fragments and objects made of plastic with thick walls (∼1−3 mm) and low flexibility; (2) “nets and ropes”, pieces of ropes and fishing nets made of plastic fibers; and (3) “pellets”, preproduction plastic nurdles in the shape of a cylinder, disk or sphere (Figure 1). Rare floating debris that did not fall into these categories (e.g., foam, rubber, wood) were not considered in this study. In order to decrease the mass for the three largest size classes (5−10 cm, 10−50 cm, and >50 cm) used for PBTs extraction, while keeping the number of particles within each pooled sample, we randomly cut three pieces of approximately 1.5 cm2 out of these objects. The remainder of this debris was not used in this study. Each sample resulting from the process described above was then cleaned (i.e., manual removal of biofouling), placed in preweighed aluminum foil and weighed in a high precision scale (EX324M, OHAUS Explorer, New Jersey). Samples with a wet weight of more than 100 g were subsampled such that all samples (N = 45) used for the extraction of PBTs had a wet weight of less than 100 g.
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MATERIALS AND METHODS Sampling. In August 2015, we sampled buoyant plastics within surface waters of the NPAC, while aboard the RV Ocean Starr (Figure 1). At each sampling station, we deployed four surface trawls simultaneously for around 2.5 h at 2 knots ground speed. Particles larger than 500 μm were collected by single-use cod-ends fitted onto two Manta Trawls (90 × 15 cm mouth) deployed by the sides of the vessel. After each towing event, the nets were thoroughly washed with seawater and the detached cod-ends were placed inside zip-lock bags that were then frozen at −2 °C for transport to the laboratory. To increase sampling effort toward larger debris, two large Neuston trawls (“Mega Trawls”, 6 × 1.5 m mouth) with a 1.5 cm mesh were also deployed at the rear of the vessel. The cod-ends of the Mega Trawls were opened into large fishing crates filled with seawater to separate the plastics from marine life, as well as to keep organisms alive before release. Buoyant debris captured by Mega Trawls were picked up from the crates, wrapped in aluminum, and frozen at −2 °C for transport to the laboratory. Sorting. Manta and Mega trawl samples from nine sampling stations were prepared for PBTs analyses, with the plastics from neighboring locations being pooled together into three sets of samples (Figure 1). Each trawl sample was defrosted at room temperature and washed with filtered fresh water into five sieves that separated the material into the following mesh sizes: 447
DOI: 10.1021/acs.est.7b04682 Environ. Sci. Technol. 2018, 52, 446−456
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Environmental Science & Technology
sediment.17−19,25 Both TEL and PEL values were available for PAHs (naphthalene, acenaphthene, fluorene, phenanthrene, anthracene, fluoranthene, pyrene, benzo[a]anthracene, chrysene, benzo[a]pyrene, dibenzo[a,h]anthracene), and total PCBs, whereas only TEL values were available for PBDEs (tri-BDE, tetra-BDE, penta-BDE, hexa-BDE, BDE-99, and BDE-100) and HBCD. These EQS values and plastic-bound PBT concentrations were compared as a first tier in the risk assessment of priority chemicals we identified in NPAC plastics. PBT Concentrations in Ocean Plastics and Marine Sediments. To contextualize the PBT concentrations measured here, we compared our values with those found in ocean plastics and marine sediments worldwide (SI Table S1). We compared plastic and sediment PBT concentrations since differences between PBT levels in these two types of particles may be indicative of the relative affinity and risk of PBTs residing in plastic when compared to those in sediment. We selected 16 key PBTs with a high reported frequency (>75%) among the four2,3,20,28 ocean plastic and 2929−57 marine sediment studies we found. Since plastics can be seen as almost 100% organic, whereas sediments contain only a fraction of organic matter (OM),16 we also compared plastic-associated PBT concentrations with OM-normalized PBT concentrations in sediments using data from studies that provided OM% for sediment (1629,30,35,39−41,43−47,50,52,53,55,56 out of the 29 marine sediment papers29−57). All sediment and plastic data used in this study are available in Figshare.27 Bioaccumulation Inferences. It has been suggested that plastic can act as a significant carrier of PBTs to marine animals if (1) plastic is a major component of the diet, and (2) PBT fugacities in ingested plastic are higher than those in the animals’ lipids.13 Following recent examples,58,59 we explore these conditions for the present case using information from this study as well data from previous NPAC research. It is well-known that prey availability influences the diet of predators, with the relative abundance of different prey items being a good predictor of the diet of opportunistic feeders.60,61 As such, we calculated plastic mass to biomass ratios using the contents collected by our Manta trawls (500 μm mesh). These ratios may be good predictors of relative amounts of plastic available to and potentially ingested by opportunistic surface feeders whose prey size is larger than 0.5 mm. Wet weight of the biomass collected by each Manta net tow was determined and, since we kept these biomass samples frozen for future analyses, its dry weight was assessed using wet/dry weight ratios from our other NPAC Manta net tows (see black dots in the map of Figure 1). Both plastic/biota (using all material collected), and microplastic/zooplankton (using 0.5−5 mm particles only) ratios were calculated. We computed these plastic/biota ratios using all Manta net tows used in this study (N = 18), as well as separated by the time of sampling: daytime (N = 8) and nighttime (N = 10). Weights of biota and plastic collected by each net tow of this study are available in Figshare.27 We also calculated fugacity ratios between some predators (yellowtail fish62 and Laysan albatross63 captured within the North Pacific subtropical gyre) and putative ingested plastic (our plastic samples). Fugacity ratios (F1/F2) were determined by estimating equilibrium aqueous PBT concentrations in plastic (F1; from averaged chemical concentrations in our plastic samples, and partition coefficients for polyethylene),8 and equilibrium aqueous PBT concentrations in lipid of NPAC predators (F2; from averaged chemical concentrations in
Polymer Identification. In order to determine which polymers predominate in our samples, we randomly took 8−10 pieces within each of our plastic type/size categories (146 samples in total) and performed Fourier Transform Infrared Spectrometry (FT-IR Spectrum 100, PerkinElmer, equipped with the Universal ATR accessory). Polymer type was determined by comparing sample FT-IR spectra against known standard polymer spectra from the ATR polymer library (Spectrum Search Plus Software, PerkinElmer). PBTs Quantification. The PBTs in our ocean plastic samples were Soxhlet extracted, and analyzed using High Performance Liquid Chromatography (HPLC) for PAHs and Gas Chromatography−Mass Spectrometry (GC-MS) for PCBs, PBDEs, and HBCD. We measured chemical concentrations (μg per kg of plastic dry weight) of 15 PAH congeners− naphthalene, acenaphthene, fluorene, phenanthrene, anthracene, fluoranthene, pyrene, benzo[a]anthracene, chrysene, benzo[e]pyrene, benzo[b]fluoranthene, benzo[k]fluoranthene, benzo[a]pyrene, dibenzo[a.h]anthracene, benzo[ghi]perylene; 28 PCB congeners − CB-28, CB-31, CB-47, CB-49, CB-52, CB-56, CB-66, CB-85, CB-87, CB-97, CB-101, CB-105, CB110, CB-118, CB-128, CB-137, CB-138, CB-141, CB-149, CB151, CB-153, CB-156, CB-170, CB-180, CB-187, CB-194, CB202, CB-206; 15 PBDE congeners − BDE-28, BDE-47, BDE49, BDE-66, BDE-71, BDE-75, BDE-85, BDE-99, BDE-100, BDE-119, BDE-138, BDE-153, BDE-154 (determined as BDE154 + BB-153), BDE-183, BDE-190; and a combination of αHBCD, β-HBCD, and γ-HBCD (reported as “HBCD” hereafter). Procedural and plastic blanks were prepared and tested during analysis. The limit of quantification (LOQ) for benzo(e)pyrene in plastics was 1.04 μg/kg, and 0.71 μg/kg for all other PAHs. The LOQ values for PCB congeners, PBDE congeners, and HBCD in plastics were 0.16 μg/kg, 0.10 μg/kg, and 0.44 μg/kg, respectively. Satisfactory recoveries (70− 120%) and intraday and interday precisions (50
1.5 1.2−193860 2.8−387.9 118.2−7236.1 9.5−142.6 133.7−284.5 46.3−680.5
9.1 6.5−9.8 2.7−5.8* 94.2−308.4* 0.7−4* 1.6−455.1* 0.8−41.7*
nd nd 0.6−1.3 0.6−4.3 1.6−2.6 11.4−52.1 3.4−6.1
nd nd nd −1.8 0.04−1.8 0.04−0.1 0.05−5.7 0.03−1.9
pellets
0.15−0.5
61.7−101.6
1.6−8.1*
5.4−66.1
2−13
plastic type
a
Concentration ranges are shown separately for all the plastic type/size categories, which had three samples each (sampling locations 1, 2, and 3 in Figure 1). The exception is type “nets and ropes”, size class 0.05−0.15 cm, which only had one sample. Values in bold indicate the occurrence of samples that exceed TEL values, and values in italic bold shows samples that exceed PEL values. PBDEs cells with an * indicates the presence of at least one sample with PBDEs composition similar to the flame retardant mixture formula Penta-BDE;74 PCBs cells with an * indicates the presence of at least one sample with PCBs composition similar to the commercial plasticizer Aroclor1254;99 and PAHs cells with an * indicates the presence of a sample with PAHs dominated by low molecular weight PAHs (LPAH).
Yellowtail fish’s and Laysan albatross’s lipids,62,63 and partition coefficients for lipid).8 F1/F2 higher than one indicates chemical transfer from ingested plastic to predator, while F1/ F2 lower than one suggests the opposite (chemical transfer from predator to ingested plastic). We calculated these putative fugacity ratios for all chemicals measured in both plastic and predator samples (fish and/or bird lipids), and with known polyethylene-water equilibrium partitioning constants (KPE) and octanol−water equilibrium partitioning constants (KOW). Even though our samples were not made of pure polyethylene, we have chosen to use KPE in our calculations because (1) our FT-IR analysis suggests that polyethylene is the most common NPAC polymer (see results below), and (2) KPE values are relatively high, making our F1/F2 calculations conservative (e.g., if we used partition coefficients for polypropylene, estimated F1/F2 would be higher).
respectively. For PEL values, 9% (4/43) and 5% (2/43) exceeded thresholds for PAHs and PCBs, respectively (Table 1, SI Tables S3, S4 and S5). Levels of plastic-associated PAHs, PCBs, and PBDEs showed no clear pattern with changes in particle size (Figure 2), which could be due to high variability in our data and/or having most of the plastic particles in equilibrium with their surrounding environment.7,67,68 The linear free energy relationship (LFER) model explains the partitioning of PBTs between seawater and plastics,69 and describes the free energy changes due to the chemical molecular interactions with both water and bulk sorbent phase without size-related parameters.70 The exception here was HBCD, which had significantly different concentrations between size classes (nonparametric rank comparison, p = 0.014), with HBCD concentrations being inversely proportional to plastic size. HBCD is a worldwide-used flame retardant additive,71,72 mostly used in polystyrenes (0.7−2.5% HBCD w/w embedded).73 As such, their relatively high concentrations in some microplastic samples could be due to the occurrence of microplastic particles that still contain HBCD additives. Alternatively, NPAC waters may have relatively high HBCD concentration (e.g., due to the occurrence of floating foams in the region) and only some particles within the small size classes have reached equilibrium. Our findings suggest that not all NPAC plastics have their chemical burdens in equilibrium with the surrounding environment. For instance, PBDEs had their concentrations significantly higher (p = 0.002) in “hard plastics” (32 μg/kg dw) than in “nets and ropes” samples (7 μg/kg; Figure 2). Moreover, 29% (6/21) of the “hard plastic” samples had PBDE composition similar to a widely used flame-retardant mixture: the DE-71 formulation (r > 0.75, p < 0.05) (Table 1, SI Table S5).74 Based on these results, we suggest that at least a few “hard plastic” particles, with their relatively thick walls, may still have PBDE additives leaching out to the surrounding environment. Additionally, PCB congener patterns of 42%
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RESULTS AND DISCUSSION PBTs in NPAC Plastics. We detected PAHs, PCBs, PBDEs, and HBCD in most samples, with concentrations ranging from 1.2−193,860 μg/kg, 0.7−455 μg/kg, 0.6−188 μg/kg, and 0.01−740 μg/kg, respectively (Table 1, SI Table S2). All plastics analyzed by FT-IR were identified as being made of polyethylene (71%) or polypropylene (29%; SI Figure S1). The dominance of these polymers in NPAC waters is likely due to both their high production rates and lower-than-seawater densities.64 Both polymers have relatively high sorption coefficients for hydrophobic chemicals,7 with some studies reporting higher sorption of chemicals for polyethylene than polypropylene.14,65,66 We found that 84% (36/43) of our NPAC plastic samples had at least one chemical with concentrations exceeding the threshold effect levels considered. This indicates that NPAC plastics may pose a chemical risk to organisms that ingest them. Around 70% (30/43), 33% (14/43), and 30% (13/43) of the samples exceeded TEL values for PBDEs, PCBs, and PAHs, 449
DOI: 10.1021/acs.est.7b04682 Environ. Sci. Technol. 2018, 52, 446−456
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Environmental Science & Technology
Figure 2. PBT concentrations in the ocean plastic samples of this study. Data points are displayed by plastic types (left column) and size classes (right column). Whiskers represent standard error ranges and middle lines are the mean values for each group. * indicates significant difference (p < 0.05) between two groups.
pyrogenic sources,78 which corroborates with a previous study.5 Nonetheless, the LPAH/HPAH ratio was found to be significantly different between “hard plastics” and “nets and ropes” samples (SI Figure S2). Three “hard plastic” samples had the LPAH/HPAH ratio higher than two (see SI Table S3), indicating that they may have PAHs dominated by petrogenic sources.78 PCBs and PBDEs were detected in most ocean plastic samples analyzed. Two and 14 samples had their PCB concentrations respectively exceeding the PEL and TEL thresholds (SI Table S4). For PBDEs, 30 samples had concentrations above TEL values (SI Table S5). PEL thresholds for PBDEs were not available in the EQS used. PCB and PBDE congener concentrations were analyzed by PCA. PCBs were reconstituted to four principal components, which explained 89% of the total variance (SI Table S6). PC1,
(18/43) of our plastic samples were similar to those of Aroclor 1254 additive (r > 0.75, p < 0.05) (Table 1, SI Table S4). As PCB production was banned in most countries in the 1970− 80s,5,75 the relatively high PCB concentrations in these oceanic plastics may be attributed to PCB legacy pollution (e.g., through sorption from water)2,76,77 and/or illegal use of PCB additives in some modern plastics. All samples considered in this study had detectable amounts of PAHs. Out of the 11 PAH congeners with available effect threshold values, nine and eight had at least one sample with values exceeding their TEL and PEL values, respectively (SI Table S3). Most samples had more high molecular PAHs (HPAH) than low molecular PAHs (LPAH; SI Table S3). Such HPAH dominance remained even after excluding samples with possible PAHs degradation (LPAH/HPAH < 0.2).78 This indicates that NPAC plastics may have PAHs mostly from 450
DOI: 10.1021/acs.est.7b04682 Environ. Sci. Technol. 2018, 52, 446−456
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Environmental Science & Technology
Figure 3. PBT concentrations in ocean plastics from this study (“NPAC plastic”), other studies (“Plastic”), marine sediments (“Sediment”), and organic manner normalized marine sediments (“Sediment OM”). Whiskers represent standard error ranges and middle lines are the mean values for each group. Map displays approximate locations of samples from this study (“NPAC plastic”) and other studies (“Plastic”, “Sediment”). Plastic data were taken from Fisner et al. (2013 a, b),20,28 Hirai et al. (2011),2 Mato et al. (2001),3 and sediment data from Jiao et al. (2009),40 Klamer et al. (2005),41 Moon et al. (2007 a, b),46,47 Zheng et al. (2004),57 Xiang et al. (2007),55 Wang et al. (2016),54 Al-Odaini et al. (2015),29 Lyons et al. (2015),44 Zhang et al. (2015),56 Li et al. (2014),42 Ilyas et al. (2011),39 Ramu et al. (2010),52 Lipiatou et al. (1993),43 Raoux et al. (1999),53 Prahl 451
DOI: 10.1021/acs.est.7b04682 Environ. Sci. Technol. 2018, 52, 446−456
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Environmental Science & Technology Figure 3. continued
and Carpenter (1979),50 Palm et al. (2004),49 Oros et al. (2005),48 Christensen and Platz (2001),33 Qiu et al. (2009),51 Minh et al. (2007),45 Drage et al. (2015),38 de Wit et al. (2006),37 Dachs et al. (1996, 1999),35,36 Bouloubassi et al. (2006),31 Couderc et al. (2016),34 Axelman et al. (2000),30 and Cailleaud et al. (2007).32 Details of these studies can be found in SI Table S1 and Figshare.27
for either plastic or sediment, and PBT concentration gradients can occur over oceanic depth profiles. For example, PBDE concentrations in deep ocean water compartments, where some of the compared sediment samples come from, can be up to 1 order of magnitude higher than at the surface layer where floating plastics occur.85 Additionally, many publications on ocean plastic PBTs do not provide concentration values for the individual congeners analyzed, decreasing the number of potential comparisons. We suggest that future studies report all congener concentrations separately, as this would allow refinement of the comparisons described above. Plastic to Biomass Ratios. We estimated that in NPAC surface waters, the dry mass of buoyant plastics >0.5 mm is around 180 times higher than the dry mass of biota >0.5 mm (plastic/biomass ratio average = 180.7, max = 448.5, min = 15.0, std = 127.7). This finding corroborates with what has already been suggested by a previous study.86 Identified biota groups included copepods, marine insect Halobates spp., flying fish, lanternfish, jellyfish, salps, Velella spp., Janthina spp., and eggs. When only considering the 0.5−5 mm material, we estimated that the dry mass of buoyant microplastics is 40 times higher than that of neustonic plankton (microplastic/plankton ratio average = 39.7, max = 143.0, min = 4.6, std = 38.3; see SI Table S11). This microplastic/plankton ratio should be taken with care as some plankton groups are quite fragile and can have their biomasses underestimated by trawl sampling.87 Furthermore, NPAC microplastic/plankton ratios would likely decrease if smaller size classes (